We're not a fintech startup chasing Series A funding and burning cash on ping-pong tables. We're a lean, private operation that builds financial intelligence platforms that actually work.
The company is called Guerilla Finance for a reason that goes deeper than branding. It follows a Guerilla Rinzai philosophy of business — inspired by the Rinzai school of Zen Buddhism, which emphasizes sudden insight (kenshō) through direct, unconventional action rather than gradual study. In an industry addicted to committees, quarterly roadmaps, and death-by-process, we chose a different path.
Strike fast, strike decisively. Like Rinzai's sudden enlightenment, we build and deploy tools rapidly instead of drowning in endless planning cycles. When we see a gap in the market's data infrastructure, we fill it — not next quarter, not after the board approves it. Now.
Direct pointing. Rinzai masters pointed directly at truth without ceremony or obfuscation. We do the same with financial data. No noise. No spin. We cut through Wall Street's opacity to show investors exactly what's happening with their holdings — SEC filings parsed in real time, dilution events scored and surfaced before the market reacts, institutional flows decoded from raw 13F data.
The guerilla approach. Small, agile, autonomous teams — our "minions" — operating with surgical precision against much larger, slower institutional players. We don't need a thousand engineers. We need the right architecture, the right data pipelines, and the discipline to execute without hesitation.
No gatekeepers. Rinzai rejected hierarchical authority as a path to understanding. We reject the notion that actionable financial intelligence should be locked behind Bloomberg terminals and six-figure institutional subscriptions. The data belongs to anyone sharp enough to use it.
The Silverback. The gorilla embodies both the guerilla approach and the 800-pound gorilla metaphor: we may be small, but our data carries the weight of truth that can't be ignored. The name itself is a triple entendre — guerilla warfare tactics (small and fast vs. big and slow), gorilla (the silverback brand), and Guerilla Rinzai (the philosophical foundation that drives everything we build).
We operate from the mountains of North Georgia — far from Wall Street, close to the data. No office politics. No committee meetings. Just engineering, data science, and an unwavering commitment to building tools that give our users an edge the market doesn't see coming.
Each platform in the Guerilla Finance fleet solves a distinct problem in financial intelligence. All four are live, processing data around the clock.
SEC filing surveillance and dilution risk scoring for 10,000+ stocks. Real-time detection of shelf registrations, ATM offerings, warrant exercises, and share structure changes that erode shareholder value — surfaced before the market prices them in.
Biotech and pharma catalyst tracking across 970+ companies. FDA PDUFA calendar integration, clinical trial milestone monitoring, and analyst sentiment aggregation — purpose-built for the highest-volatility sector in the market.
Market convergence signals and technical analysis. Multi-factor scoring that identifies when price action, volume, institutional flow, and sentiment align — the moments where probability tilts decisively in one direction.
Real estate intelligence platform. Property data aggregation, market trend analysis, and geographic scoring — bringing the same data-driven precision we apply to equities into the real estate market.
These aren't corporate values printed on a poster. They're the engineering constraints we build every system around.
In financial data, one wrong number destroys trust permanently. Every calculation — currency conversions, stock split adjustments, dilution scores, float estimates — is cross-referenced against live market data before it reaches a user. We'd rather show nothing than show something wrong.
We don't use enterprise frameworks when a FastAPI microservice will do. We don't spin up Kubernetes clusters when Docker Compose handles the load. Every architectural decision optimizes for speed, reliability, and cost efficiency. Bloat is the enemy of intelligence.
Our platforms don't generate opinions — they surface facts. SEC filings, institutional holdings, short interest data, XBRL financials. We aggregate, score, and deliver. What you do with the intelligence is your business. We just make sure you have it first.
Guerilla Finance is a private, self-funded operation. We don't answer to venture capitalists, advisory boards, or quarterly earnings calls. We answer to our users. That means building sustainable infrastructure, not growth-at-all-costs moonshots.
Security isn't a feature — it's the foundation. Encrypted connections, authenticated APIs, rate-limited endpoints, containerized isolation. We handle financial data like it deserves to be handled: with the assumption that someone is always trying to break in.
